It happened just after 3:30am at the 7-Eleven located in the 2000 block of Federal Street.
A 34-year-old man was stabbed several times and rushed to a nearby hospital where he was admitted in critical condition.
The suspect was seen fleeing the scene.
There is no word yet on the motive for the stabbing.
Police are continuing to investigate the incident.